MNIST database

Known as: MNIST, MNIST dataset 
The MNIST database (Mixed National Institute of Standards and Technology database) is a large database of handwritten digits that is commonly used… (More)
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Review
2017
Review
2017
The aim of this paper1 is to give an overview of domain adaptation and transfer learning with a specific view on visual… (More)
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Review
2017
Review
2017
The purported “black box” nature of neural networks is a barrier to adoption in applications where interpretability is essential… (More)
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Highly Cited
2017
Highly Cited
2017
We present Fashion-MNIST, a new dataset comprising of 28 × 28 grayscale images of 70, 000 fashion products from 10 categories… (More)
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Review
2017
Review
2017
The aim of this chapter is to give an overview of domain adaptation and transfer learning with a specific view to visual… (More)
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Highly Cited
2016
Highly Cited
2016
Deep learning algorithms have been shown to perform extremely well on many classical machine learning problems. However, recent… (More)
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2013
2013
This paper deals with an optical character recognition (OCR) system of handwritten digit, with the use of neural networks (MLP… (More)
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Highly Cited
2012
Highly Cited
2012
In this issue, “Best of the Web” presents the modified National Institute of Standards and Technology (MNIST) resources… (More)
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Highly Cited
2005
Highly Cited
2005
please note that your browser may uncompress these files without telling you. If the files you downloaded have a larger size than… (More)
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Highly Cited
2004
Highly Cited
2004
We have developed a novel neural classifier LImited Receptive Area (LIRA) for the image recognition. The classifier LIRA contains… (More)
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Highly Cited
2000
Highly Cited
2000
This chapter describes a new algorithm for training Support Vector Machines: Sequential Minimal Optimization, or SMO. Training a… (More)
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